{"id":"W4386258682","doi":"10.1136/bmjopen-2023-076300","title":"Stigma of dementia during the COVID-19 pandemic: a scoping review protocol","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Thompson Rivers University","funders":"Canada Research Chairs; Thompson Rivers University","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Dementia; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Protocol (science); Coronavirus Infections; Virology; Alternative medicine; Infectious disease (medical specialty); Disease; Pathology; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1518281,0.005882862,0.01227344,0.01821066,0.006368068,0.008580559,0.007056451,0.0139107,0.09492429],"category_scores_gemma":[0.1272791,0.00798821,0.01248908,0.01277747,0.006682689,0.01359061,0.009373408,0.009606848,0.02529586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01558786,"about_ca_system_score_gemma":0.09124997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005796753,"about_ca_topic_score_gemma":0.0107071,"domain_scores_codex":[0.9430627,0.02655189,0.01660684,0.00391109,0.006849701,0.003017669],"domain_scores_gemma":[0.9085713,0.03338963,0.01327246,0.008340779,0.03056695,0.005858948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01377629,0.001404301,0.001665664,0.7321616,0.001540844,0.001813939,0.01450555,0.002584261,0.003415415,0.01710859,0.1060601,0.1039634],"study_design_scores_gemma":[0.03103913,0.003414844,0.008815127,0.4858956,0.002735671,0.001142145,0.008932535,0.002101907,0.003149471,0.02170851,0.4302011,0.0008639588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001811163,0.000427521,0.0007808296,0.0003213361,0.0001103527,0.9960522,0.001686885,0.0000475898,0.0003921939],"genre_scores_gemma":[0.0001484599,0.0003732992,0.001456012,0.0001246725,0.00001542186,0.9974738,0.0002437413,0.000004026556,0.0001606912],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1518281,"threshold_uncertainty_score":0.8029533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6074927982598058,"score_gpt":0.6706456602437773,"score_spread":0.06315286198397141,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}